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. 2021 Nov 25;71:2500211. doi: 10.1109/TIM.2021.3130675

TABLE VI. Classification Results of COVID-19 Blood Test Using Dataset 2.

Model TPR FPR Accuracy Precision Recall F1Score AUC
GAN 0.802 0.191 0.805 0.724 0.809 0.764 0.891
VAE 0.849 0.176 0.839 0.778 0.824 0.800 0.900
DBN 0.764 0.191 0.782 0.688 0.809 0.743 0.881
RBM 0.792 0.162 0.810 0.722 0.838 0.776 0.890